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kill-argument

Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says "kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2 simulation", or before submitting a theory paper that has already passed standard review rounds.

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

63%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A thorough, highly actionable protocol with strong sequencing, explicit failure handling, and a deterministic verdict mapping, but it is monolithic: everything lives inline in a ~420-line SKILL.md, motivational/history prose and a rule repeated four times inflate token cost, and all cross-references point to shared-references files that are not part of this bundle.

Suggestions

Trim the 'Why This Exists' motivational prose and the closing 'Notes' history section, and state the fresh-agent / never-send_input rule once in Key Rules instead of repeating it in the header blockquote, Constants, and Steps 2-3 — the body could shed roughly 80 lines.

Move the Thread 1/Thread 2 prompt templates, the KILL_ARGUMENT.json schema, and the verdict-mapping table into reference files (e.g., references/prompts.md, references/output-schema.md) so SKILL.md reads as an overview with one-level-deep references.

The five ../shared-references/*.md links are not part of this bundle; either bundle those files or inline their essential content (reviewer-slot resolution steps, the save_trace.sh invocation, the required assurance-contract fields) so workflow steps do not depend on unresolvable paths.

DimensionReasoningScore

Conciseness

The bulk is operative protocol with no explanation of concepts Claude already knows, but the ~420-line body has padded sections: the three-paragraph "Why This Exists" motivational prose ("Empirically, this misses one specific failure mode..."), the closing "Notes" history section, and the fresh-agent / "never use send_input" rule restated in at least four places (header blockquote, Constants, Step 2, Key Rules). Anchor 3 rather than 2 because nothing teaches known material, and not 4 because the repetition and motivational prose go beyond minor trimming.

3 / 5

Actionability

Provides concrete, near copy-paste-ready guidance: executable bash discovery commands in Step 1, complete prompt templates for both threads, a full KILL_ARGUMENT.json schema, and a deterministic verdict-mapping table. Anchor 4 rather than 5 because the "spawn_agent:" blocks depict the call in pseudocode rather than a runnable command, and hash computation ("sha256 of every .tex") and trace saving are described without commands; not 3 since the guidance is far more complete than pseudocode-level.

4 / 5

Workflow Clarity

Steps 1-5 are clearly sequenced with explicit edge-case branches (missing compiled PDF still runs; "If spawn_agent is unavailable... otherwise emit BLOCKED"; decomposition_parse_failed -> ERROR) and a mechanical verdict mapping covering every (counts, severity) tuple, computed by the skill rather than self-graded. Anchor 4 rather than 5 because some checkpoints (trace saving via "shared-references/review-tracing.md" and "save_trace.sh" resolved per "integration-contract.md §2") depend on files not present in the bundle, and there is no re-validation step after writing the KILL_ARGUMENT files; not 3 because validation and failure branching are explicit throughout.

4 / 5

Progressive Disclosure

The file is well-sectioned and its links are clearly signaled, but everything is inlined in one ~420-line SKILL.md: the ~100 lines of thread prompt templates, the output JSON schema, and the verdict-mapping table are detailed material that belongs in reference files. Additionally, all five referenced targets ("../shared-references/reviewer-backends.md", "fan-out-pattern.md", "assurance-contract.md", "review-tracing.md", "integration-contract.md") are absent from this bundle, which contains no references/, scripts/, or assets/ directories. Anchor 3 rather than 4 because of the heavy inlining and unverifiable references; not 2 because structure is good and references are signaled, not buried.

3 / 5

Total

14

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A model description: third-person voice, concrete parameterized actions for both threads, an explicit 'Use when' clause with multiple natural trigger synonyms, and a distinct niche that is unlikely to misfire against sibling review skills. No meaningful weaknesses found.

DimensionReasoningScore

Specificity

Quotes several concrete, parameterized actions — "constructs the strongest 200-word rejection memo", "defends the paper point-by-point", "surfaces still-unresolved critical issues" — covering the full attack-then-defense workflow. Anchor 4 rather than 5 because coverage has minor gaps (no mention of the report/verdict outputs or that it operates on paper source), and not 3 since it lists several actions rather than only 1-2.

4 / 5

Completeness

Explicitly answers what ("a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues") and when ("Use when user says 'kill argument'... or before submitting a theory paper that has already passed standard review rounds") with concrete trigger phrases. Not 4: the when-clause is fully explicit, not merely implied.

5 / 5

Trigger Term Quality

"kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2 simulation", plus the natural condition "before submitting a theory paper that has already passed standard review rounds" give comprehensive coverage of natural synonyms for this intent. Not 4: no significant natural phrasing a user would say for this need is missing.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (adversarial paper kill-argument exercise) with paper-scoped language ("rejection memo", "defends the paper", "reviewer-2") and distinctive triggers like "reviewer-2 simulation" and "rebuttal preparation" that few other skills would claim. Not 4: overlap risk with general review skills is minimal, not minor-but-present.

5 / 5

Total

19

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 2 suspicious

Warning

Total

13

/

16

Passed

Repository

wanshuiyin/Auto-claude-code-research-in-sleep

Path

skills/skills-codex/kill-argument/SKILL.md

Reviewed

Table of Contents

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